Pandas Profiling Report

Dataset statistics

Number of variables	9
Number of observations	100000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.9 MiB
Average record size in memory	72.0 B

Variable types

DateTime	1
Numeric	8

Alerts

`SYM/H_INDEX_nT` is highly correlated with `1-M_AE_nT` and 2 other fields	High correlation
`1-M_AE_nT` is highly correlated with `SYM/H_INDEX_nT` and 1 other fields	High correlation
`400kmDensity` is highly correlated with `SYM/H_INDEX_nT` and 5 other fields	High correlation
`DAILY_SUNSPOT_NO_` is highly correlated with `400kmDensity` and 2 other fields	High correlation
`DAILY_F10.7_` is highly correlated with `400kmDensity` and 2 other fields	High correlation
`3-H_KP*10_` is highly correlated with `SYM/H_INDEX_nT` and 2 other fields	High correlation
`irradiance (W/m^2/nm)` is highly correlated with `400kmDensity` and 2 other fields	High correlation
`d_diff` is highly correlated with `400kmDensity`	High correlation
`Datetime` has unique values	Unique
`SYM/H_INDEX_nT` has 2746 (2.7%) zeros	Zeros
`DAILY_SUNSPOT_NO_` has 24338 (24.3%) zeros	Zeros
`3-H_KP*10_` has 8469 (8.5%) zeros	Zeros
`d_diff` has 1572 (1.6%) zeros	Zeros

Reproduction

Analysis started	2022-11-17 20:34:12.314495
Analysis finished	2022-11-17 20:34:32.393985
Duration	20.08 seconds
Software version	pandas-profiling v3.4.0
Download configuration	config.json

Datetime
Date

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Minimum	2002-08-01 00:32:00
Maximum	2012-06-30 23:54:00

Histogram

Histogram with fixed size bins (bins=50)

SYM/H_INDEX_nT
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	320
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-11.42478

Minimum	-451
Maximum	101
Zeros	2746
Zeros (%)	2.7%
Negative	76463
Negative (%)	76.5%
Memory size	781.4 KiB

Quantile statistics

Minimum	-451
5-th percentile	-41
Q1	-18
median	-8
Q3	-1
95-th percentile	9
Maximum	101
Range	552
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	19.40470065
Coefficient of variation (CV)	-1.698474776
Kurtosis	58.11383626
Mean	-11.42478
Median Absolute Deviation (MAD)	8
Skewness	-4.641146228
Sum	-1142478
Variance	376.5424074
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3	3565	3.6%
-2	3484	3.5%
-5	3479	3.5%
-7	3454	3.5%
-8	3406	3.4%
-4	3377	3.4%
-6	3305	3.3%
-1	3289	3.3%
-9	3268	3.3%
-10	3048	3.0%
Other values (310)	66325	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-451	1	< 0.1%
-446	2	< 0.1%
-420	1	< 0.1%
-398	1	< 0.1%
-392	1	< 0.1%
-377	1	< 0.1%
-376	1	< 0.1%
-374	1	< 0.1%
-371	1	< 0.1%
-368	1	< 0.1%

Value	Count	Frequency (%)
101	1	< 0.1%
86	1	< 0.1%
79	1	< 0.1%
78	1	< 0.1%
76	1	< 0.1%
75	1	< 0.1%
71	1	< 0.1%
65	1	< 0.1%
63	1	< 0.1%
61	1	< 0.1%

1-M_AE_nT
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1430
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	175.03421

Minimum	1
Maximum	3415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1
5-th percentile	15
Q1	38
median	87
Q3	233
95-th percentile	616
Maximum	3415
Range	3414
Interquartile range (IQR)	195

Descriptive statistics

Standard deviation	212.5372747
Coefficient of variation (CV)	1.214261342
Kurtosis	9.388712433
Mean	175.03421
Median Absolute Deviation (MAD)	61
Skewness	2.465619817
Sum	17503421
Variance	45172.09312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32	936	0.9%
38	933	0.9%
33	930	0.9%
27	925	0.9%
30	919	0.9%
29	914	0.9%
35	905	0.9%
25	904	0.9%
26	895	0.9%
36	890	0.9%
Other values (1420)	90849	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	19	< 0.1%
3	61	0.1%
4	131	0.1%
5	185	0.2%
6	284	0.3%
7	327	0.3%
8	375	0.4%
9	472	0.5%
10	506	0.5%

Value	Count	Frequency (%)
3415	1	< 0.1%
3338	1	< 0.1%
2847	1	< 0.1%
2819	1	< 0.1%
2747	1	< 0.1%
2467	1	< 0.1%
2357	1	< 0.1%
2304	1	< 0.1%
2284	1	< 0.1%
2280	1	< 0.1%

400kmDensity
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	99375
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.488857604 × 10^-12

Minimum	1.004137 × 10^-15
Maximum	2.409958 × 10^-11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.004137 × 10^-15
5-th percentile	2.0491354 × 10^-13
Q1	4.98625825 × 10^-13
median	9.643517 × 10^-13
Q3	1.93218925 × 10^-12
95-th percentile	4.63733015 × 10^-12
Maximum	2.409958 × 10^-11
Range	2.409857586 × 10^-11
Interquartile range (IQR)	1.433563425 × 10^-12

Descriptive statistics

Standard deviation	1.479053648 × 10^-12
Coefficient of variation (CV)	0.9934151151
Kurtosis	0
Mean	1.488857604 × 10^-12
Median Absolute Deviation (MAD)	5.7618255 × 10^-13
Skewness	0
Sum	1.488857604 × 10^-7
Variance	2.187599694 × 10^-24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.063028 × 10^-12	3	< 0.1%
2.148843 × 10^-12	3	< 0.1%
1.013015 × 10^-12	3	< 0.1%
1.374756 × 10^-12	3	< 0.1%
1.800618 × 10^-12	2	< 0.1%
1.387199 × 10^-12	2	< 0.1%
1.722024 × 10^-12	2	< 0.1%
1.444553 × 10^-12	2	< 0.1%
1.136125 × 10^-13	2	< 0.1%
1.448267 × 10^-12	2	< 0.1%
Other values (99365)	99976	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.004137 × 10^-15	1	< 0.1%
1.739733 × 10^-15	1	< 0.1%
3.272275 × 10^-15	1	< 0.1%
4.086779 × 10^-15	1	< 0.1%
4.178992 × 10^-15	1	< 0.1%
4.24821 × 10^-15	1	< 0.1%
4.338149 × 10^-15	1	< 0.1%
4.40762 × 10^-15	1	< 0.1%
5.317355 × 10^-15	1	< 0.1%
6.15633 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
2.409958 × 10^-11	1	< 0.1%
1.981068 × 10^-11	1	< 0.1%
1.765326 × 10^-11	1	< 0.1%
1.68191 × 10^-11	1	< 0.1%
1.671561 × 10^-11	1	< 0.1%
1.534461 × 10^-11	1	< 0.1%
1.497177 × 10^-11	1	< 0.1%
1.4876 × 10^-11	1	< 0.1%
1.459356 × 10^-11	1	< 0.1%
1.392578 × 10^-11	1	< 0.1%

DAILY_SUNSPOT_NO_
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	214
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.67445

Minimum	0
Maximum	281
Zeros	24338
Zeros (%)	24.3%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	31
Q3	73
95-th percentile	149
Maximum	281
Range	281
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	50.63987748
Coefficient of variation (CV)	1.062201609
Kurtosis	1.428870838
Mean	47.67445
Median Absolute Deviation (MAD)	31
Skewness	1.295382476
Sum	4767445
Variance	2564.397191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24338	24.3%
13	2478	2.5%
12	2376	2.4%
15	1929	1.9%
14	1821	1.8%
18	1405	1.4%
26	1358	1.4%
16	1351	1.4%
11	1242	1.2%
23	1039	1.0%
Other values (204)	60663	60.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24338	24.3%
5	57	0.1%
6	138	0.1%
7	318	0.3%
8	256	0.3%
9	493	0.5%
10	799	0.8%
11	1242	1.2%
12	2376	2.4%
13	2478	2.5%

Value	Count	Frequency (%)
281	27	< 0.1%
279	28	< 0.1%
270	39	< 0.1%
267	30	< 0.1%
263	37	< 0.1%
252	40	< 0.1%
250	74	0.1%
248	59	0.1%
247	55	0.1%
239	30	< 0.1%

DAILY_F10.7_
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	927
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.696717

Minimum	65.1
Maximum	999.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	65.1
5-th percentile	67.5
Q1	71.5
median	85.2
Q3	111.2
95-th percentile	158.6
Maximum	999.9
Range	934.8
Interquartile range (IQR)	39.7

Descriptive statistics

Standard deviation	54.35243319
Coefficient of variation (CV)	0.5563383792
Kurtosis	184.3572119
Mean	97.696717
Median Absolute Deviation (MAD)	15.6
Skewness	11.50422375
Sum	9769671.7
Variance	2954.186994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69.3	834	0.8%
68	743	0.7%
69.8	714	0.7%
68.8	705	0.7%
69.5	680	0.7%
68.2	641	0.6%
67.4	639	0.6%
70.3	634	0.6%
70.2	631	0.6%
68.5	618	0.6%
Other values (917)	93161	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.1	25	< 0.1%
65.2	37	< 0.1%
65.5	38	< 0.1%
65.6	33	< 0.1%
65.8	67	0.1%
65.9	77	0.1%
66	92	0.1%
66.1	103	0.1%
66.2	258	0.3%
66.3	220	0.2%

Value	Count	Frequency (%)
999.9	246	0.2%
275.4	33	< 0.1%
270.9	31	< 0.1%
267.6	41	< 0.1%
254	30	< 0.1%
246.9	39	< 0.1%
245.2	30	< 0.1%
242.6	34	< 0.1%
240.6	30	< 0.1%
232.8	35	< 0.1%

3-H_KP*10_
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.04697

Minimum	0
Maximum	90
Zeros	8469
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	17
Q3	27
95-th percentile	43
Maximum	90
Range	90
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	14.17234393
Coefficient of variation (CV)	0.7853032352
Kurtosis	0.7967219941
Mean	18.04697
Median Absolute Deviation (MAD)	10
Skewness	0.9143439097
Sum	1804697
Variance	200.8553324
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
3	11361	11.4%
7	11179	11.2%
10	9455	9.5%
13	8566	8.6%
0	8469	8.5%
17	8157	8.2%
20	7392	7.4%
23	6501	6.5%
27	6071	6.1%
30	5329	5.3%
Other values (18)	17520	17.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8469	8.5%
3	11361	11.4%
7	11179	11.2%
10	9455	9.5%
13	8566	8.6%
17	8157	8.2%
20	7392	7.4%
23	6501	6.5%
27	6071	6.1%
30	5329	5.3%

Value	Count	Frequency (%)
90	13	< 0.1%
87	43	< 0.1%
83	50	0.1%
80	21	< 0.1%
77	71	0.1%
73	113	0.1%
70	92	0.1%
67	104	0.1%
63	174	0.2%
60	296	0.3%

irradiance (W/m^2/nm)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3231
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.005515761088

Minimum	0.004873058293
Maximum	0.007349349558
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0.004873058293
5-th percentile	0.004923261702
Q1	0.005049338564
median	0.005327608902
Q3	0.005854960997
95-th percentile	0.006626430433
Maximum	0.007349349558
Range	0.002476291265
Interquartile range (IQR)	0.0008056224324

Descriptive statistics

Standard deviation	0.0005479276685
Coefficient of variation (CV)	0.09933854272
Kurtosis	0.1077951908
Mean	0.005515761088
Median Absolute Deviation (MAD)	0.0003593955189
Skewness	0.9265807933
Sum	551.5761088
Variance	3.002247299 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00495163817	108	0.1%
0.00491212029	94	0.1%
0.004925216082	85	0.1%
0.004914534744	82	0.1%
0.004895772319	76	0.1%
0.004930291791	74	0.1%
0.00498051988	72	0.1%
0.00519876834	72	0.1%
0.004969654139	72	0.1%
0.005658049602	71	0.1%
Other values (3221)	99194	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004873058293	27	< 0.1%
0.004877128173	29	< 0.1%
0.004877185915	28	< 0.1%
0.004877588246	30	< 0.1%
0.004881324712	15	< 0.1%
0.004881698173	15	< 0.1%
0.004881755915	37	< 0.1%
0.00488556223	35	< 0.1%
0.004885710776	29	< 0.1%
0.004885739647	22	< 0.1%

Value	Count	Frequency (%)
0.007349349558	32	< 0.1%
0.00734248152	36	< 0.1%
0.007334709167	35	< 0.1%
0.007301890757	35	< 0.1%
0.007268224377	29	< 0.1%
0.007266042288	33	< 0.1%
0.007259562146	39	< 0.1%
0.007257604506	36	< 0.1%
0.007247306872	19	< 0.1%
0.007218547165	23	< 0.1%

d_diff
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	96495
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.753678404 × 10^-16

Minimum	-1.1317823 × 10^-11
Maximum	7.0179446 × 10^-12
Zeros	1572
Zeros (%)	1.6%
Negative	48068
Negative (%)	48.1%
Memory size	781.4 KiB

Quantile statistics

Minimum	-1.1317823 × 10^-11
5-th percentile	-1.669487 × 10^-13
Q1	-3.603625 × 10^-14
median	4.405 × 10^-16
Q3	3.793225 × 10^-14
95-th percentile	1.6105214 × 10^-13
Maximum	7.0179446 × 10^-12
Range	1.83357676 × 10^-11
Interquartile range (IQR)	7.39685 × 10^-14

Descriptive statistics

Standard deviation	1.788330009 × 10^-13
Coefficient of variation (CV)	-310.8150791
Kurtosis	0
Mean	-5.753678404 × 10^-16
Median Absolute Deviation (MAD)	3.69934 × 10^-14
Skewness	0
Sum	-5.753678404 × 10^-11
Variance	3.19812422 × 10^-26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1572	1.6%
-3.9281 × 10^-14	4	< 0.1%
3.7324 × 10^-14	4	< 0.1%
4.4943 × 10^-14	4	< 0.1%
4.2494 × 10^-14	3	< 0.1%
-1.039 × 10^-15	3	< 0.1%
-6.155 × 10^-15	3	< 0.1%
2.2696 × 10^-14	3	< 0.1%
-7.928 × 10^-15	3	< 0.1%
5.02 × 10^-16	3	< 0.1%
Other values (96485)	98398	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.1317823 × 10^-11	1	< 0.1%
-6.4132083 × 10^-12	1	< 0.1%
-6.3550716 × 10^-12	1	< 0.1%
-5.724647 × 10^-12	1	< 0.1%
-5.393795 × 10^-12	1	< 0.1%
-5.2722229 × 10^-12	1	< 0.1%
-4.9769291 × 10^-12	1	< 0.1%
-4.695843 × 10^-12	1	< 0.1%
-4.645975 × 10^-12	1	< 0.1%
-4.521292 × 10^-12	1	< 0.1%

Value	Count	Frequency (%)
7.0179446 × 10^-12	1	< 0.1%
5.45498 × 10^-12	1	< 0.1%
3.871182 × 10^-12	1	< 0.1%
3.78975651 × 10^-12	1	< 0.1%
3.6282064 × 10^-12	1	< 0.1%
3.5397972 × 10^-12	1	< 0.1%
3.317901 × 10^-12	1	< 0.1%
3.1141065 × 10^-12	1	< 0.1%
3.07818 × 10^-12	1	< 0.1%
3.059079 × 10^-12	1	< 0.1%

Auto

The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Datetime	SYM/H_INDEX_nT	1-M_AE_nT	400kmDensity	DAILY_SUNSPOT_NO_	DAILY_F10.7_	3-H_KP*10_	irradiance (W/m^2/nm)	d_diff
0	2011-10-15 02:25:00	-12.0	178.0	4.789873e-12	148.0	136.9	33.0	0.006212	-1.369510e-13
1	2006-11-01 00:43:00	-21.0	154.0	9.967436e-13	53.0	85.3	17.0	0.005186	-1.766994e-13
2	2004-08-29 19:58:00	20.0	54.0	7.392175e-13	27.0	87.7	13.0	0.005606	3.271490e-14
3	2009-06-24 18:53:00	42.0	74.0	4.133310e-13	17.0	69.1	50.0	0.004944	2.687410e-14
4	2011-11-07 11:11:00	4.0	26.0	7.050772e-12	173.0	178.9	7.0	0.006449	-4.988700e-14
5	2003-11-21 03:36:00	-186.0	240.0	7.717244e-12	119.0	172.8	60.0	0.006344	1.844890e-13
6	2008-04-19 03:57:00	2.0	112.0	8.577820e-13	10.0	71.7	17.0	0.004954	4.133510e-14
7	2004-01-31 04:46:00	1.0	101.0	1.303272e-12	62.0	91.6	17.0	0.005664	4.805200e-14
8	2005-11-02 01:42:00	-20.0	104.0	1.149596e-12	29.0	76.8	17.0	0.005200	1.030850e-13
9	2003-10-13 00:41:00	3.0	206.0	1.121241e-12	19.0	94.0	33.0	0.006050	-2.467200e-14

Last rows

	Datetime	SYM/H_INDEX_nT	1-M_AE_nT	400kmDensity	DAILY_SUNSPOT_NO_	DAILY_F10.7_	3-H_KP*10_	irradiance (W/m^2/nm)	d_diff
99990	2007-09-05 07:59:00	-17.0	941.0	5.951310e-13	13.0	68.8	33.0	0.004962	-3.458970e-14
99991	2007-10-31 00:13:00	-18.0	129.0	5.022695e-13	0.0	66.1	13.0	0.004944	2.386270e-14
99992	2009-09-02 23:03:00	-8.0	18.0	2.494270e-13	0.0	69.4	10.0	0.004985	2.276030e-14
99993	2004-07-08 13:23:00	6.0	57.0	6.032012e-13	18.0	84.6	7.0	0.005514	-3.677660e-14
99994	2007-12-18 15:18:00	-31.0	337.0	5.042662e-13	12.0	74.4	33.0	0.004947	-4.261840e-14
99995	2009-06-06 21:53:00	-6.0	82.0	5.747234e-13	0.0	71.1	7.0	0.005003	-3.026780e-14
99996	2011-04-20 06:36:00	-18.0	66.0	3.751719e-12	73.0	118.1	37.0	0.005592	3.491500e-14
99997	2004-07-04 04:16:00	-10.0	325.0	5.614132e-13	31.0	82.1	13.0	0.005612	-2.081170e-13
99998	2003-12-18 06:06:00	-14.0	139.0	8.519602e-13	110.0	119.1	10.0	0.005926	-9.095700e-15
99999	2008-11-28 07:47:00	-3.0	23.0	4.736454e-13	0.0	65.2	7.0	0.004942	2.440020e-14

Overview

Variables

Interactions

Correlations

Auto

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows